Rex Omni handles both text and images within a generous 128k context window, making it comfortable with long documents that include visual content. As an open-weight model from IDEA-Research, it can be downloaded and run locally, giving developers direct control over deployment. Its non-standard license means users need to review terms carefully before building on top of it.